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In your experience with GenAI, how has refining a prompt drastically changed the output quality?

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Sarah Philbrick
PMI Team Member
Director, Learning Design & Development| PMI Asheville, NC, United States

With Generative AI, iteratively refining and optimizing prompts can lead to better AI-generated results. This may involve adjusting the specificity or clarity of the prompt to increase relevance and accuracy of results.

What examples do you have of how improving a prompt drastically changed the output quality?  What specific changes did you make that led to the improvement?

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John Starmack Chief Executive Officer| TM Floyd & Company Elgin, Sc, United States
The more complex the prompt, the more refining it helps to improve the outcome
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Maureen Gwen Boyd Project Manager| Xanterra Littleton, Co, United States
Sep 05, 2024 4:01 PM
Replying to anonymous
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still working on this in general, but as with some other posters, CREATE has been helpful for the limited things we do.
Hi, could you link me to CREATE? Is it an app?
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1 reply by Karim Jan
Sep 06, 2024 4:23 PM
Karim Jan
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It's a acronym for a prompt structure. It's worth taking the PMI course on prompt engineering.
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Gayrol Taylor Monitoring and Evaluation Specialist| Ministry of Finance St. Catherine, Jamaica
I'm glad when I found out better ways to sequester info from my AI tool. I was able to produce a business plan in minutes. Previously I was only doing it to get one paragraph
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Karim Jan Houston, Texas, United States
Sep 06, 2024 2:37 PM
Replying to Maureen Gwen Boyd
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Hi, could you link me to CREATE? Is it an app?
It's a acronym for a prompt structure. It's worth taking the PMI course on prompt engineering.
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Jessica Mason Big Pool, Md, United States
My experience is minimal, but I have used GenAi to gather an initial list of project requirements for a very specific piece of equipment I was preparing to install. It had to be validated and was 80% accurate but saved me a ton of time.
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Anonymous
As per my experience, specific prompts result in more relevant and actionable responses, tailored to the audience, with the appropriate tone and detail.
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Brian Dlamini Project Manager Johannesburg, South Africa
Refining a prompt, along with the chaining tool, improves the quality of the output significantly. Always approach GenAI as if you were speaking to a human being. You would often engaging in a conversation, feedback and response.
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Vanessa Eldridge In, United States
I am excited about being able to use this for my projects. Lots of great information that will help me be more efficient and productive.
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Erick A. Candanedo S. Lead Researcher| PMRD Program
It will minimize the amount of interations, inceasing the speed and add structure while modeling a way to generate the desire result.
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Angel Romero Sacramento, Ca, United States
Jun 21, 2024 7:28 AM
Replying to Sergio Luis Conte
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There are framewoks to create prompt. This is part of the Prompt Desing discipline. Those that gave me and the initiatives where I was included are:R-T-F (Role-Task-Format), T-A-G (Task, action, goal), B-A-B (Before, after, bridge), C-A-R-E (context, action, result, example), R-I-S-E (role, input, steps, expectations).
I agree with Sergiio with using frameworks is a geat way to enhance your prompts drastically and the the output of the quality. I have alreay use prompt with the format CREATE for project charters, Scrum projects and planing. The quality and time saving is amzaing.
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